Abstract

Since its launch in 2007, TerraSAR-X has continuously provided spaceborne synthetic aperture radar (SAR) images of our planet with unprecedented spatial resolution, geodetic, and geometric accuracy. This has brought life to the once inscrutable SAR images, which deterred many researchers. Thanks to merits like higher spatial resolution and more precise orbit control, we are now able to indicate individual buildings, even individual floors, to pinpoint targets within centimeter accuracy. As a result, multi-baseline SAR interferometric (InSAR) techniques are flourishing, from point target-based algorithms, to coherent stacking techniques, to absolute positioning of the former techniques. This article reviews the recent advances of multi-baseline InSAR techniques using TerraSAR-X images. Particular focus was put on our own development of persistent scatterer interferometry, SAR tomography, robust estimation in distributed scatterer interferometry and absolute positioning using geodetic InSAR. Furthermore, by introducing the applications associated with these techniques, such as 3D reconstruction and deformation monitoring, this article is also intended to give guidance to wider audiences who would like to resort to SAR data and related techniques for their applications.

Highlights

  • Their development mainly focuses on the improvement of estimation accuracy, which in turn increases the density of the retrieved point cloud or reduces the number of interferograms required for a reliable estimation

  • To give an impression of the fused TomoSAR point cloud of a large area, Figure 17 shows a result obtained by fusing four TomoSAR point clouds of Berlin obtained from two pairs of cross-heading high resolution TerraSAR-X spotlight images that are fused by selecting an identical Ground Control Point (GCP) as the reference point of all point clouds

  • This paper provides a review of the multi-baseline InSAR techniques in the scope of TerraSAR-X data

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Summary

Overview of Multi-Baseline InSAR

Since its launch in 2007, TerraSAR-X has continuously revealed synthetic aperture radar (SAR) images of unprecedented high resolution from space. The staring spotlight mode provides images with a resolution up to 25 cm, from which the mapping of individual window edges is even possible This breakthrough in spatial resolution, together with the precise orbit determination with sub-centimeter accuracy [1,2], positions TerraSAR-X images as a perfect dataset for long-term repeated monitoring of large areas with precision and high resolution. Such differential operation is often performed in multi-baseline InSAR in order to mitigate some common phase errors, such as atmospheric delay It was only until recently, that geodetic InSAR [6] bridged the gap between multi-baseline InSAR techniques and absolute positioning using SAR imaging geodesy [7] to produce absolute 3D (and higher dimensional) InSAR point clouds. Multi-baseline InSAR techniques that were once only a relative measure can be employed as geodetic techniques to provide centimeter-level absolute positioning and millimeter-level relative deformation monitoring

Principle of Multi-Baseline InSAR
The Structure of This Paper
Advances in Point Scatterer-Based Methods
Overview of Advances
Very High Resolution PSI
Differential TomoSAR
Super-Resolving D-TomoSAR
Point Cloud Fusion
Object Reconstruction
Object-Based InSAR Algorithms
M-SL1MMER
Robust Covariance Matrix Estimation
Non-Gaussian Samples
Non-Gaussian Samples with Nonstationary Interferometric Phase
Comparison
Robust Phase History Parameters Retrieval
Geodetic InSAR
SAR GCP Generation
Absolute Localization of InSAR Point Clouds
Applications
Findings
Conclusions and Outlook
Full Text
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